3 citations · 5 across the 3 of their papers we have counts for
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cs.CV2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis
Alexandre Englebert, Anne-Sophie Collin, Olivier Cornu +1
This paper proposes leveraging vision-language pretraining on bone X-rays paired with French reports to address downstream tasks of interest on bone radiography. A practical proces…
cs.CV2022★ 2 cited
Poly-CAM: High resolution class activation map for convolutional neural networks
Alexandre Englebert, Olivier Cornu, Christophe De Vleeschouwer
The need for Explainable AI is increasing with the development of deep learning. The saliency maps derived from convolutional neural networks generally fail in localizing with accu…